Dataset info
| Number of variables | 42 |
|---|---|
| Number of observations | 484 |
| Missing cells | 4183 (20.6%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 158.9 KiB |
| Average record size in memory | 336.2 B |
Variables types
| Numeric | 11 |
|---|---|
| Categorical | 12 |
| Boolean | 6 |
| Date | 0 |
| URL | 0 |
| Text (Unique) | 1 |
| Rejected | 12 |
| Unsupported | 0 |
Warnings
Cold_Frac.8-Ppt_G_Frac.AgingDuration(h)
Numeric
| Distinct count | 435 |
|---|---|
| Unique (%) | 89.9% |
| Missing (%) | 7.4% |
| Missing (n) | 36 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.327719494 |
|---|---|
| Minimum | 3.302222222 |
| Maximum | 20.09527778 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 3.302222222 |
|---|---|
| 5-th percentile | 3.423263889 |
| Q1 | 3.605486111 |
| Median | 3.96 |
| Q3 | 5.764791667 |
| 95-th percentile | 12.25552778 |
| Maximum | 20.09527778 |
| Range | 16.79305556 |
| Interquartile range | 2.159305556 |
Descriptive statistics
| Standard deviation | 2.990010104 |
|---|---|
| Coef of variation | 0.5612176293 |
| Kurtosis | 5.867869232 |
| Mean | 5.327719494 |
| MAD | 2.090507995 |
| Skewness | 2.392810299 |
| Sum | 2386.818333 |
| Variance | 8.940160423 |
| Memory size | 3.9 KiB |
| Value | Count | Frequency (%) | |
| 3.941111111 | 2 | 0.4% | |
| 5.058333333 | 2 | 0.4% | |
| 3.535833333 | 2 | 0.4% | |
| 3.847777778 | 2 | 0.4% | |
| 3.531111111 | 2 | 0.4% | |
| 3.313888889 | 2 | 0.4% | |
| 3.553611111 | 2 | 0.4% | |
| 3.524722222 | 2 | 0.4% | |
| 4.036111111 | 2 | 0.4% | |
| 3.626666667 | 2 | 0.4% | |
| Other values (424) | 428 | 88.4% | |
| (Missing) | 36 | 7.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 3.302222222 | 1 | 0.2% | |
| 3.311944444 | 1 | 0.2% | |
| 3.313888889 | 2 | 0.4% | |
| 3.333055556 | 1 | 0.2% | |
| 3.338333333 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 20.09527778 | 1 | 0.2% | |
| 19.41027778 | 1 | 0.2% | |
| 18.32305556 | 1 | 0.2% | |
| 17.17194444 | 1 | 0.2% | |
| 16.19472222 | 1 | 0.2% |
Cold_Frac.8-Ppt_G_Frac.AgingEndDT
Categorical
| Distinct count | 449 |
|---|---|
| Unique (%) | 92.8% |
| Missing (%) | 7.4% |
| Missing (n) | 36 |
| 25-Apr-2019 03:33:44 PM | 1 |
|---|---|
| 21-Aug-2019 06:15:58 AM | 1 |
| 06-Feb-2019 07:54:27 PM | 1 |
| Other values (445) | |
| (Missing) | 36 |
| Value | Count | Frequency (%) | |
| 25-Apr-2019 03:33:44 PM | 1 | 0.2% | |
| 21-Aug-2019 06:15:58 AM | 1 | 0.2% | |
| 06-Feb-2019 07:54:27 PM | 1 | 0.2% | |
| 03-May-2019 04:15:05 PM | 1 | 0.2% | |
| 15-May-2019 11:39:40 AM | 1 | 0.2% | |
| 26-Sep-2019 05:44:02 AM | 1 | 0.2% | |
| 20-Sep-2019 10:04:56 PM | 1 | 0.2% | |
| 04-Aug-2019 05:14:10 AM | 1 | 0.2% | |
| 26-Jul-2019 07:24:13 PM | 1 | 0.2% | |
| 22-Mar-2019 12:00:17 AM | 1 | 0.2% | |
| Other values (438) | 438 | 90.5% | |
| (Missing) | 36 | 7.4% |
| Max length | 23 |
|---|---|
| Mean length | 21.51239669 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
Cold_Frac.8-Ppt_G_Frac.AgingStartDT
Categorical
| Distinct count | 449 |
|---|---|
| Unique (%) | 92.8% |
| Missing (%) | 7.4% |
| Missing (n) | 36 |
| 26-May-2019 01:28:49 PM | 1 |
|---|---|
| 24-Jan-2019 01:05:19 AM | 1 |
| 16-Aug-2019 02:47:07 AM | 1 |
| Other values (445) | |
| (Missing) | 36 |
| Value | Count | Frequency (%) | |
| 26-May-2019 01:28:49 PM | 1 | 0.2% | |
| 24-Jan-2019 01:05:19 AM | 1 | 0.2% | |
| 16-Aug-2019 02:47:07 AM | 1 | 0.2% | |
| 11-Apr-2019 01:47:06 AM | 1 | 0.2% | |
| 16-May-2019 08:34:39 PM | 1 | 0.2% | |
| 24-Jul-2019 12:51:40 PM | 1 | 0.2% | |
| 06-Apr-2019 03:09:31 AM | 1 | 0.2% | |
| 06-Aug-2019 10:21:41 AM | 1 | 0.2% | |
| 12-May-2019 06:33:03 PM | 1 | 0.2% | |
| 27-Jun-2019 05:17:17 PM | 1 | 0.2% | |
| Other values (438) | 438 | 90.5% | |
| (Missing) | 36 | 7.4% |
| Max length | 23 |
|---|---|
| Mean length | 21.51239669 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
Cold_Frac.8-Ppt_G_Frac.Buffer2Vol(L)
Constant
This variable is constant and should be ignored for analysis
| Constant value | nan |
|---|
Cold_Frac.8-Ppt_G_Frac.Buffer2Weight(kg/kg_Filtrate)
Constant
This variable is constant and should be ignored for analysis
| Constant value | nan |
|---|
Cold_Frac.8-Ppt_G_Frac.Buffer2Weight_src(kg)
Constant
This variable is constant and should be ignored for analysis
| Constant value | nan |
|---|
Cold_Frac.8-Ppt_G_Frac.Calcs.FRIV-1@20%FiltrateStepRecovery
Numeric
| Distinct count | 449 |
|---|---|
| Unique (%) | 92.8% |
| Missing (%) | 7.4% |
| Missing (n) | 36 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 130.3918685 |
|---|---|
| Minimum | 106.9038232 |
| Maximum | 141.2158859 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 106.9038232 |
|---|---|
| 5-th percentile | 128.0755041 |
| Q1 | 129.5229885 |
| Median | 130.5190754 |
| Q3 | 131.4464026 |
| 95-th percentile | 133.5924086 |
| Maximum | 141.2158859 |
| Range | 34.31206266 |
| Interquartile range | 1.923414144 |
Descriptive statistics
| Standard deviation | 3.047464143 |
|---|---|
| Coef of variation | 0.02337158121 |
| Kurtosis | 24.48106169 |
| Mean | 130.3918685 |
| MAD | 1.576306058 |
| Skewness | -3.447989513 |
| Sum | 58415.55707 |
| Variance | 9.287037702 |
| Memory size | 3.9 KiB |
| Value | Count | Frequency (%) | |
| 129.6831189 | 1 | 0.2% | |
| 131.1696473 | 1 | 0.2% | |
| 127.9098419 | 1 | 0.2% | |
| 130.7469596 | 1 | 0.2% | |
| 129.9477807 | 1 | 0.2% | |
| 130.2470548 | 1 | 0.2% | |
| 129.2575053 | 1 | 0.2% | |
| 128.9182366 | 1 | 0.2% | |
| 129.3464947 | 1 | 0.2% | |
| 130.1622394 | 1 | 0.2% | |
| Other values (438) | 438 | 90.5% | |
| (Missing) | 36 | 7.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 106.9038232 | 1 | 0.2% | |
| 109.158903 | 1 | 0.2% | |
| 111.2620142 | 1 | 0.2% | |
| 111.342677 | 1 | 0.2% | |
| 111.7016342 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 141.2158859 | 1 | 0.2% | |
| 140.1566585 | 1 | 0.2% | |
| 139.443202 | 1 | 0.2% | |
| 138.8809836 | 1 | 0.2% | |
| 138.6197267 | 1 | 0.2% |
Cold_Frac.8-Ppt_G_Frac.Calcs.FRIV-1_PasteRecovery
Numeric
| Distinct count | 449 |
|---|---|
| Unique (%) | 92.8% |
| Missing (%) | 7.4% |
| Missing (n) | 36 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 52.17876648 |
|---|---|
| Minimum | 44.54152064 |
| Maximum | 61.70791786 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 44.54152064 |
|---|---|
| 5-th percentile | 48.62002007 |
| Q1 | 50.8964506 |
| Median | 52.17291906 |
| Q3 | 53.60454166 |
| 95-th percentile | 55.3471824 |
| Maximum | 61.70791786 |
| Range | 17.16639722 |
| Interquartile range | 2.708091059 |
Descriptive statistics
| Standard deviation | 2.126722095 |
|---|---|
| Coef of variation | 0.04075838197 |
| Kurtosis | 1.234801252 |
| Mean | 52.17876648 |
| MAD | 1.64232183 |
| Skewness | 0.0111969936 |
| Sum | 23376.08738 |
| Variance | 4.522946869 |
| Memory size | 3.9 KiB |
| Value | Count | Frequency (%) | |
| 54.61707172 | 1 | 0.2% | |
| 48.08418709 | 1 | 0.2% | |
| 49.77883973 | 1 | 0.2% | |
| 52.46173805 | 1 | 0.2% | |
| 57.68504409 | 1 | 0.2% | |
| 53.37819405 | 1 | 0.2% | |
| 51.93898913 | 1 | 0.2% | |
| 50.03956403 | 1 | 0.2% | |
| 52.70811651 | 1 | 0.2% | |
| 51.32376244 | 1 | 0.2% | |
| Other values (438) | 438 | 90.5% | |
| (Missing) | 36 | 7.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 44.54152064 | 1 | 0.2% | |
| 46.54643849 | 1 | 0.2% | |
| 46.61746093 | 1 | 0.2% | |
| 46.62192265 | 1 | 0.2% | |
| 46.651607 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 61.70791786 | 1 | 0.2% | |
| 59.53414061 | 1 | 0.2% | |
| 58.382283 | 1 | 0.2% | |
| 57.96763236 | 1 | 0.2% | |
| 57.68504409 | 1 | 0.2% |
Cold_Frac.8-Ppt_G_Frac.Calcs.FRIV-4@40%FiltrateStepRecovery
Numeric
| Distinct count | 448 |
|---|---|
| Unique (%) | 92.6% |
| Missing (%) | 7.6% |
| Missing (n) | 37 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 194.0476007 |
|---|---|
| Minimum | 160.4212236 |
| Maximum | 208.8754435 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 160.4212236 |
|---|---|
| 5-th percentile | 188.745253 |
| Q1 | 192.3719675 |
| Median | 194.4958881 |
| Q3 | 196.6096224 |
| 95-th percentile | 199.8738647 |
| Maximum | 208.8754435 |
| Range | 48.4542199 |
| Interquartile range | 4.237654906 |
Descriptive statistics
| Standard deviation | 4.916130846 |
|---|---|
| Coef of variation | 0.02533466442 |
| Kurtosis | 14.36587299 |
| Mean | 194.0476007 |
| MAD | 3.053470785 |
| Skewness | -2.753573969 |
| Sum | 86739.27753 |
| Variance | 24.16834249 |
| Memory size | 3.9 KiB |
| Value | Count | Frequency (%) | |
| 199.992199 | 1 | 0.2% | |
| 196.804606 | 1 | 0.2% | |
| 196.8217806 | 1 | 0.2% | |
| 190.904852 | 1 | 0.2% | |
| 196.8002063 | 1 | 0.2% | |
| 165.600188 | 1 | 0.2% | |
| 198.2279876 | 1 | 0.2% | |
| 195.6306892 | 1 | 0.2% | |
| 192.8024582 | 1 | 0.2% | |
| 179.4429803 | 1 | 0.2% | |
| Other values (437) | 437 | 90.3% | |
| (Missing) | 37 | 7.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 160.4212236 | 1 | 0.2% | |
| 165.600188 | 1 | 0.2% | |
| 165.6704351 | 1 | 0.2% | |
| 166.146175 | 1 | 0.2% | |
| 168.0951389 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 208.8754435 | 1 | 0.2% | |
| 204.4769999 | 1 | 0.2% | |
| 204.2680761 | 1 | 0.2% | |
| 203.4122107 | 1 | 0.2% | |
| 202.2232331 | 1 | 0.2% |
Cold_Frac.8-Ppt_G_Frac.Calcs.FRV_PasteRecovery
Numeric
| Distinct count | 447 |
|---|---|
| Unique (%) | 92.4% |
| Missing (%) | 7.9% |
| Missing (n) | 38 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 89.8696359 |
|---|---|
| Minimum | 55.39862503 |
| Maximum | 100.226672 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 55.39862503 |
|---|---|
| 5-th percentile | 81.50127446 |
| Q1 | 86.96604271 |
| Median | 89.07422317 |
| Q3 | 92.92438085 |
| 95-th percentile | 98.93850142 |
| Maximum | 100.226672 |
| Range | 44.82804693 |
| Interquartile range | 5.958338134 |
Descriptive statistics
| Standard deviation | 5.671822777 |
|---|---|
| Coef of variation | 0.0631116697 |
| Kurtosis | 4.207408063 |
| Mean | 89.8696359 |
| MAD | 4.177292278 |
| Skewness | -0.7624038943 |
| Sum | 40081.85761 |
| Variance | 32.16957361 |
| Memory size | 3.9 KiB |
| Value | Count | Frequency (%) | |
| 94.92127644 | 1 | 0.2% | |
| 92.14843086 | 1 | 0.2% | |
| 97.66093529 | 1 | 0.2% | |
| 91.68909169 | 1 | 0.2% | |
| 89.95018664 | 1 | 0.2% | |
| 83.37906703 | 1 | 0.2% | |
| 98.61720872 | 1 | 0.2% | |
| 96.43704114 | 1 | 0.2% | |
| 92.49547265 | 1 | 0.2% | |
| 90.42657242 | 1 | 0.2% | |
| Other values (436) | 436 | 90.1% | |
| (Missing) | 38 | 7.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 55.39862503 | 1 | 0.2% | |
| 58.99031318 | 1 | 0.2% | |
| 72.86878395 | 1 | 0.2% | |
| 75.27884792 | 1 | 0.2% | |
| 75.66569307 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 100.226672 | 1 | 0.2% | |
| 99.9812445 | 1 | 0.2% | |
| 99.97998399 | 1 | 0.2% | |
| 99.76686525 | 1 | 0.2% | |
| 99.7554033 | 1 | 0.2% |
Cold_Frac.8-Ppt_G_Frac.Calcs.PPTGAgingDur(hours)
Highly correlated
This variable is highly correlated with Cold_Frac.8-Ppt_G_Frac.AgingDuration(h) and should be ignored for analysis
| Correlation | 1 |
|---|
Cold_Frac.8-Ppt_G_Frac.Calcs.PrecipitateGPasteRecovery
Numeric
| Distinct count | 448 |
|---|---|
| Unique (%) | 92.6% |
| Missing (%) | 7.6% |
| Missing (n) | 37 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 16.95855963 |
|---|---|
| Minimum | 13.81157716 |
| Maximum | 23.10822039 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 13.81157716 |
|---|---|
| 5-th percentile | 14.71142845 |
| Q1 | 15.15903312 |
| Median | 15.64871718 |
| Q3 | 19.65393026 |
| 95-th percentile | 21.68763931 |
| Maximum | 23.10822039 |
| Range | 9.296643236 |
| Interquartile range | 4.494897146 |
Descriptive statistics
| Standard deviation | 2.623074306 |
|---|---|
| Coef of variation | 0.1546755364 |
| Kurtosis | -0.6816578497 |
| Mean | 16.95855963 |
| MAD | 2.232195301 |
| Skewness | 1.029169108 |
| Sum | 7580.476153 |
| Variance | 6.880518815 |
| Memory size | 3.9 KiB |
| Value | Count | Frequency (%) | |
| 15.42929751 | 1 | 0.2% | |
| 22.37978856 | 1 | 0.2% | |
| 20.92576666 | 1 | 0.2% | |
| 16.27608388 | 1 | 0.2% | |
| 14.44865936 | 1 | 0.2% | |
| 21.74006383 | 1 | 0.2% | |
| 15.10992636 | 1 | 0.2% | |
| 21.50078314 | 1 | 0.2% | |
| 15.48077814 | 1 | 0.2% | |
| 20.85415874 | 1 | 0.2% | |
| Other values (437) | 437 | 90.3% | |
| (Missing) | 37 | 7.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 13.81157716 | 1 | 0.2% | |
| 13.98766566 | 1 | 0.2% | |
| 14.09578308 | 1 | 0.2% | |
| 14.15155524 | 1 | 0.2% | |
| 14.29376236 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 23.10822039 | 1 | 0.2% | |
| 22.96224206 | 1 | 0.2% | |
| 22.76946991 | 1 | 0.2% | |
| 22.69001812 | 1 | 0.2% | |
| 22.525471 | 1 | 0.2% |
Cold_Frac.8-Ppt_G_Frac.ConvFactor(g/kg)
Highly correlated
This variable is highly correlated with Cold_Frac.8-Ppt_G_Frac.Calcs.PrecipitateGPasteRecovery and should be ignored for analysis
| Correlation | 0.9689633599 |
|---|
Cold_Frac.8-Ppt_G_Frac.CUNOBioburden.LAL
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 1.0% |
| Missing (%) | 7.2% |
| Missing (n) | 35 |
| 0 | |
|---|---|
| 0.1 | 1 |
| 0.005 | 1 |
| (Missing) | 35 |
| Value | Count | Frequency (%) | |
| 0 | 446 | 92.1% | |
| 0.1 | 1 | 0.2% | |
| 0.005 | 1 | 0.2% | |
| 0.5 | 1 | 0.2% | |
| (Missing) | 35 | 7.2% |
| Max length | 5 |
|---|---|
| Mean length | 3.004132231 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Cold_Frac.8-Ppt_G_Frac.CUNOBioburden.SDA_Count
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 9.9% |
| Missing (n) | 48 |
| 0 | |
|---|---|
| (Missing) | 48 |
| Value | Count | Frequency (%) | |
| 0 | 436 | 90.1% | |
| (Missing) | 48 | 9.9% |
Cold_Frac.8-Ppt_G_Frac.CUNOBioburden.SDA_Mold
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 9.9% |
| Missing (n) | 48 |
| 0 | |
|---|---|
| (Missing) | 48 |
| Value | Count | Frequency (%) | |
| 0 | 436 | 90.1% | |
| (Missing) | 48 | 9.9% |
Cold_Frac.8-Ppt_G_Frac.CUNOBioburden.TSA_Count
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 9.9% |
| Missing (n) | 48 |
| 0 | |
|---|---|
| (Missing) | 48 |
| Value | Count | Frequency (%) | |
| 0 | 436 | 90.1% | |
| (Missing) | 48 | 9.9% |
Cold_Frac.8-Ppt_G_Frac.CUNOBioburden.TSA_Mold
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 9.9% |
| Missing (n) | 48 |
| 0 | |
|---|---|
| (Missing) | 48 |
| Value | Count | Frequency (%) | |
| 0 | 436 | 90.1% | |
| (Missing) | 48 | 9.9% |
Cold_Frac.8-Ppt_G_Frac.Eth_Addition.EndDT
Categorical
| Distinct count | 450 |
|---|---|
| Unique (%) | 93.0% |
| Missing (%) | 7.2% |
| Missing (n) | 35 |
| 03-Oct-2019 08:02:54 PM | 1 |
|---|---|
| 30-Jan-2019 11:54:44 AM | 1 |
| 21-May-2019 01:16:12 PM | 1 |
| Other values (446) | |
| (Missing) | 35 |
| Value | Count | Frequency (%) | |
| 03-Oct-2019 08:02:54 PM | 1 | 0.2% | |
| 30-Jan-2019 11:54:44 AM | 1 | 0.2% | |
| 21-May-2019 01:16:12 PM | 1 | 0.2% | |
| 10-Jan-2019 11:09:07 PM | 1 | 0.2% | |
| 13-May-2019 09:32:39 AM | 1 | 0.2% | |
| 23-Apr-2019 04:46:07 PM | 1 | 0.2% | |
| 11-Sep-2019 10:26:15 AM | 1 | 0.2% | |
| 28-Jan-2019 08:10:28 AM | 1 | 0.2% | |
| 11-Aug-2019 09:09:22 PM | 1 | 0.2% | |
| 26-Jun-2019 07:27:55 AM | 1 | 0.2% | |
| Other values (439) | 439 | 90.7% | |
| (Missing) | 35 | 7.2% |
| Max length | 23 |
|---|---|
| Mean length | 21.55371901 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
Cold_Frac.8-Ppt_G_Frac.Eth_Addition.StartDT
Categorical
| Distinct count | 450 |
|---|---|
| Unique (%) | 93.0% |
| Missing (%) | 7.2% |
| Missing (n) | 35 |
| 20-Feb-2019 12:47:35 PM | 1 |
|---|---|
| 22-Jun-2019 10:54:06 AM | 1 |
| 26-Jul-2019 06:18:08 PM | 1 |
| Other values (446) | |
| (Missing) | 35 |
| Value | Count | Frequency (%) | |
| 20-Feb-2019 12:47:35 PM | 1 | 0.2% | |
| 22-Jun-2019 10:54:06 AM | 1 | 0.2% | |
| 26-Jul-2019 06:18:08 PM | 1 | 0.2% | |
| 16-May-2019 07:18:25 AM | 1 | 0.2% | |
| 18-Apr-2019 02:15:46 AM | 1 | 0.2% | |
| 23-Jul-2019 11:47:23 PM | 1 | 0.2% | |
| 13-Jul-2019 03:49:58 AM | 1 | 0.2% | |
| 29-Jul-2019 04:55:54 AM | 1 | 0.2% | |
| 05-Apr-2019 02:23:00 PM | 1 | 0.2% | |
| 20-Jul-2019 03:39:09 PM | 1 | 0.2% | |
| Other values (439) | 439 | 90.7% | |
| (Missing) | 35 | 7.2% |
| Max length | 23 |
|---|---|
| Mean length | 21.55371901 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
Cold_Frac.8-Ppt_G_Frac.Eth_Addition.TankNr
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.8% |
| Missing (%) | 7.2% |
| Missing (n) | 35 |
| V-016 | |
|---|---|
| V-017 | |
| V-018 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| V-016 | 151 | 31.2% | |
| V-017 | 150 | 31.0% | |
| V-018 | 148 | 30.6% | |
| (Missing) | 35 | 7.2% |
| Max length | 5 |
|---|---|
| Mean length | 4.855371901 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Cold_Frac.8-Ppt_G_Frac.EthAddTemp(°C)
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 2.1% |
| Missing (%) | 98.1% |
| Missing (n) | 475 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.32354437 |
|---|---|
| Minimum | 2.994207144 |
| Maximum | 3.513660669 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2.994207144 |
|---|---|
| 5-th percentile | 3.051989603 |
| Q1 | 3.242242813 |
| Median | 3.297942162 |
| Q3 | 3.49516964 |
| 95-th percentile | 3.509101534 |
| Maximum | 3.513660669 |
| Range | 0.5194535255 |
| Interquartile range | 0.2529268265 |
Descriptive statistics
| Standard deviation | 0.1816299847 |
|---|---|
| Coef of variation | 0.05464948396 |
| Kurtosis | -0.536867758 |
| Mean | 3.32354437 |
| MAD | 0.1471271633 |
| Skewness | -0.6230601498 |
| Sum | 29.91189933 |
| Variance | 0.03298945135 |
| Memory size | 3.9 KiB |
| Value | Count | Frequency (%) | |
| 3.138663292 | 1 | 0.2% | |
| 3.445156574 | 1 | 0.2% | |
| 3.282594204 | 1 | 0.2% | |
| 3.297942162 | 1 | 0.2% | |
| 3.49516964 | 1 | 0.2% | |
| 3.513660669 | 1 | 0.2% | |
| 3.502262831 | 1 | 0.2% | |
| 2.994207144 | 1 | 0.2% | |
| 3.242242813 | 1 | 0.2% | |
| (Missing) | 475 | 98.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2.994207144 | 1 | 0.2% | |
| 3.138663292 | 1 | 0.2% | |
| 3.242242813 | 1 | 0.2% | |
| 3.282594204 | 1 | 0.2% | |
| 3.297942162 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3.513660669 | 1 | 0.2% | |
| 3.502262831 | 1 | 0.2% | |
| 3.49516964 | 1 | 0.2% | |
| 3.445156574 | 1 | 0.2% | |
| 3.297942162 | 1 | 0.2% |
Cold_Frac.8-Ppt_G_Frac.ExtractBioburden.SDA_Count
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.8% |
| Missing (%) | 9.9% |
| Missing (n) | 48 |
| 0 | |
|---|---|
| 0.5 | 3 |
| 1 | 1 |
| (Missing) | 48 |
| Value | Count | Frequency (%) | |
| 0 | 432 | 89.3% | |
| 0.5 | 3 | 0.6% | |
| 1 | 1 | 0.2% | |
| (Missing) | 48 | 9.9% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Cold_Frac.8-Ppt_G_Frac.ExtractBioburden.SDA_Mold
Highly correlated
This variable is highly correlated with Cold_Frac.8-Ppt_G_Frac.ExtractBioburden.SDA_Count and should be ignored for analysis
| Correlation | 1 |
|---|
Cold_Frac.8-Ppt_G_Frac.ExtractBioburden.TSA_Count
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 1.0% |
| Missing (%) | 9.9% |
| Missing (n) | 48 |
| 0 | |
|---|---|
| 0.5 | 7 |
| 1 | 1 |
| (Missing) | 48 |
| Value | Count | Frequency (%) | |
| 0 | 427 | 88.2% | |
| 0.5 | 7 | 1.4% | |
| 1 | 1 | 0.2% | |
| 2 | 1 | 0.2% | |
| (Missing) | 48 | 9.9% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Cold_Frac.8-Ppt_G_Frac.ExtractBioburden.TSA_Mold
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.6% |
| Missing (%) | 9.9% |
| Missing (n) | 48 |
| 0 | |
|---|---|
| 0.5 | 1 |
| (Missing) | 48 |
| Value | Count | Frequency (%) | |
| 0 | 435 | 89.9% | |
| 0.5 | 1 | 0.2% | |
| (Missing) | 48 | 9.9% |
Cold_Frac.8-Ppt_G_Frac.IGG_business_yield(g/L)
Highly correlated
This variable is highly correlated with Cold_Frac.8-Ppt_G_Frac.ConvFactor(g/kg) and should be ignored for analysis
| Correlation | 0.9721064079 |
|---|
Cold_Frac.8-Ppt_G_Frac.NaOH_1M_Amt(kg)
Numeric
| Distinct count | 446 |
|---|---|
| Unique (%) | 92.1% |
| Missing (%) | 7.2% |
| Missing (n) | 35 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 39.1166631 |
|---|---|
| Minimum | 27.15476 |
| Maximum | 53.3782 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 27.15476 |
|---|---|
| 5-th percentile | 35.328674 |
| Q1 | 37.57121 |
| Median | 39.1279 |
| Q3 | 40.41128 |
| 95-th percentile | 43.051002 |
| Maximum | 53.3782 |
| Range | 26.22344 |
| Interquartile range | 2.84007 |
Descriptive statistics
| Standard deviation | 2.763046236 |
|---|---|
| Coef of variation | 0.07063604146 |
| Kurtosis | 4.524157214 |
| Mean | 39.1166631 |
| MAD | 1.963919779 |
| Skewness | 0.6243622941 |
| Sum | 17563.38173 |
| Variance | 7.634424504 |
| Memory size | 3.9 KiB |
| Value | Count | Frequency (%) | |
| 38.39707 | 2 | 0.4% | |
| 40.14847 | 2 | 0.4% | |
| 38.59128 | 2 | 0.4% | |
| 40.13568 | 2 | 0.4% | |
| 37.51448 | 1 | 0.2% | |
| 40.76448 | 1 | 0.2% | |
| 39.0546 | 1 | 0.2% | |
| 38.83908 | 1 | 0.2% | |
| 40.08513 | 1 | 0.2% | |
| 37.28306 | 1 | 0.2% | |
| Other values (435) | 435 | 89.9% | |
| (Missing) | 35 | 7.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 27.15476 | 1 | 0.2% | |
| 29.55077 | 1 | 0.2% | |
| 30.40128 | 1 | 0.2% | |
| 30.62625 | 1 | 0.2% | |
| 31.35496 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 53.3782 | 1 | 0.2% | |
| 50.54088 | 1 | 0.2% | |
| 49.6912 | 1 | 0.2% | |
| 49.686 | 1 | 0.2% | |
| 49.16986 | 1 | 0.2% |
Cold_Frac.8-Ppt_G_Frac.NaOH_5%_Amt(L)
Highly correlated
This variable is highly correlated with Cold_Frac.8-Ppt_G_Frac.NaOH_1M_Amt(kg) and should be ignored for analysis
| Correlation | 1 |
|---|
Cold_Frac.8-Ppt_G_Frac.PostEthTemp(°C)
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 2.1% |
| Missing (%) | 98.1% |
| Missing (n) | 475 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -8.882778274 |
|---|---|
| Minimum | -8.990115166 |
| Maximum | -8.813867569 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -8.990115166 |
|---|---|
| 5-th percentile | -8.98509655 |
| Q1 | -8.95434761 |
| Median | -8.85074234 |
| Q3 | -8.839524269 |
| 95-th percentile | -8.816114807 |
| Maximum | -8.813867569 |
| Range | 0.1762475967 |
| Interquartile range | 0.1148233414 |
Descriptive statistics
| Standard deviation | 0.07032778478 |
|---|---|
| Coef of variation | -0.007917318503 |
| Kurtosis | -1.440982346 |
| Mean | -8.882778274 |
| MAD | 0.06082146256 |
| Skewness | -0.7754235632 |
| Sum | -79.94500446 |
| Variance | 0.004945997313 |
| Memory size | 3.9 KiB |
| Value | Count | Frequency (%) | |
| -8.85074234 | 1 | 0.2% | |
| -8.819485664 | 1 | 0.2% | |
| -8.842744827 | 1 | 0.2% | |
| -8.990115166 | 1 | 0.2% | |
| -8.856608391 | 1 | 0.2% | |
| -8.839524269 | 1 | 0.2% | |
| -8.813867569 | 1 | 0.2% | |
| -8.95434761 | 1 | 0.2% | |
| -8.977568626 | 1 | 0.2% | |
| (Missing) | 475 | 98.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -8.990115166 | 1 | 0.2% | |
| -8.977568626 | 1 | 0.2% | |
| -8.95434761 | 1 | 0.2% | |
| -8.856608391 | 1 | 0.2% | |
| -8.85074234 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| -8.813867569 | 1 | 0.2% | |
| -8.819485664 | 1 | 0.2% | |
| -8.839524269 | 1 | 0.2% | |
| -8.842744827 | 1 | 0.2% | |
| -8.85074234 | 1 | 0.2% |
Cold_Frac.8-Ppt_G_Frac.Ppt_G_business_yield(g/kg_CPP)
Highly correlated
This variable is highly correlated with Cold_Frac.8-Ppt_G_Frac.IGG_business_yield(g/L) and should be ignored for analysis
| Correlation | 1 |
|---|
Cold_Frac.8-Ppt_G_Frac.Ppt_G_Weight(kg)
Highly correlated
This variable is highly correlated with Cold_Frac.8-Ppt_G_Frac.Ppt_G_business_yield(g/kg_CPP) and should be ignored for analysis
| Correlation | 0.9922007782 |
|---|
Cold_Frac.8-Ppt_G_Frac.Ppt_G_Yield(g/kg_CPP)
Highly correlated
This variable is highly correlated with Cold_Frac.8-Ppt_G_Frac.Ppt_G_Weight(kg) and should be ignored for analysis
| Correlation | 0.9916833986 |
|---|
Cold_Frac.8-Ppt_G_Frac.PPTG_pH_After_NaOH_Add
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 1.0% |
| Missing (%) | 7.2% |
| Missing (n) | 35 |
| 7 | |
|---|---|
| 6.9 | |
| 7.1 | 21 |
| (Missing) | 35 |
| Value | Count | Frequency (%) | |
| 7 | 290 | 59.9% | |
| 6.9 | 125 | 25.8% | |
| 7.1 | 21 | 4.3% | |
| 6.8 | 13 | 2.7% | |
| (Missing) | 35 | 7.2% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Cold_Frac.8-Ppt_G_Frac.PreEth_pH
Numeric
| Distinct count | 34 |
|---|---|
| Unique (%) | 7.0% |
| Missing (%) | 7.2% |
| Missing (n) | 35 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.966458797 |
|---|---|
| Minimum | 6.49 |
| Maximum | 7.11 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 6.49 |
|---|---|
| 5-th percentile | 6.88 |
| Q1 | 6.94 |
| Median | 6.97 |
| Q3 | 7 |
| 95-th percentile | 7.04 |
| Maximum | 7.11 |
| Range | 0.62 |
| Interquartile range | 0.06 |
Descriptive statistics
| Standard deviation | 0.05690039637 |
|---|---|
| Coef of variation | 0.008167764717 |
| Kurtosis | 10.83161012 |
| Mean | 6.966458797 |
| MAD | 0.04139423912 |
| Skewness | -1.542047875 |
| Sum | 3127.94 |
| Variance | 0.003237655107 |
| Memory size | 3.9 KiB |
| Value | Count | Frequency (%) | |
| 7 | 63 | 13.0% | |
| 6.98 | 41 | 8.5% | |
| 6.99 | 35 | 7.2% | |
| 6.96 | 35 | 7.2% | |
| 6.97 | 32 | 6.6% | |
| 6.94 | 29 | 6.0% | |
| 7.01 | 27 | 5.6% | |
| 7.02 | 25 | 5.2% | |
| 6.93 | 24 | 5.0% | |
| 6.95 | 21 | 4.3% | |
| Other values (23) | 117 | 24.2% | |
| (Missing) | 35 | 7.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 6.49 | 1 | 0.2% | |
| 6.8 | 2 | 0.4% | |
| 6.81 | 1 | 0.2% | |
| 6.82 | 2 | 0.4% | |
| 6.83 | 4 | 0.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7.11 | 1 | 0.2% | |
| 7.1 | 7 | 1.4% | |
| 7.09 | 1 | 0.2% | |
| 7.08 | 5 | 1.0% | |
| 7.07 | 3 | 0.6% |
Cold_Frac.8-Ppt_G_Frac.Sampling.Bioburden(cfu/mL)
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 9.9% |
| Missing (n) | 48 |
| 0 | |
|---|---|
| (Missing) | 48 |
| Value | Count | Frequency (%) | |
| 0 | 436 | 90.1% | |
| (Missing) | 48 | 9.9% |
Cold_Frac.8-Ppt_G_Frac.Sampling.Purity(%)
Numeric
| Distinct count | 68 |
|---|---|
| Unique (%) | 14.0% |
| Missing (%) | 8.9% |
| Missing (n) | 43 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 90.55011338 |
|---|---|
| Minimum | 86.5 |
| Maximum | 93.9 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 86.5 |
|---|---|
| 5-th percentile | 88.2 |
| Q1 | 89.9 |
| Median | 90.6 |
| Q3 | 91.4 |
| 95-th percentile | 92.7 |
| Maximum | 93.9 |
| Range | 7.4 |
| Interquartile range | 1.5 |
Descriptive statistics
| Standard deviation | 1.33331652 |
|---|---|
| Coef of variation | 0.01472462562 |
| Kurtosis | 0.4440714793 |
| Mean | 90.55011338 |
| MAD | 1.02255336 |
| Skewness | -0.3849964915 |
| Sum | 39932.6 |
| Variance | 1.777732942 |
| Memory size | 3.9 KiB |
| Value | Count | Frequency (%) | |
| 90.7 | 21 | 4.3% | |
| 90.1 | 20 | 4.1% | |
| 90.8 | 20 | 4.1% | |
| 90.6 | 19 | 3.9% | |
| 91 | 18 | 3.7% | |
| 91.4 | 17 | 3.5% | |
| 90.3 | 16 | 3.3% | |
| 91.2 | 13 | 2.7% | |
| 90.2 | 12 | 2.5% | |
| 90 | 12 | 2.5% | |
| Other values (57) | 273 | 56.4% | |
| (Missing) | 43 | 8.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 86.5 | 3 | 0.6% | |
| 86.6 | 1 | 0.2% | |
| 86.7 | 1 | 0.2% | |
| 86.8 | 1 | 0.2% | |
| 87 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 93.9 | 1 | 0.2% | |
| 93.5 | 2 | 0.4% | |
| 93.4 | 1 | 0.2% | |
| 93.3 | 2 | 0.4% | |
| 93.2 | 6 | 1.2% |
Cold_Frac.8-Ppt_G_Frac.StartDT
Categorical
| Distinct count | 450 |
|---|---|
| Unique (%) | 93.0% |
| Missing (%) | 7.2% |
| Missing (n) | 35 |
| 14-May-2019 02:30:05 PM | 1 |
|---|---|
| 23-Jul-2019 06:25:00 AM | 1 |
| 19-Jun-2019 09:15:24 AM | 1 |
| Other values (446) | |
| (Missing) | 35 |
| Value | Count | Frequency (%) | |
| 14-May-2019 02:30:05 PM | 1 | 0.2% | |
| 23-Jul-2019 06:25:00 AM | 1 | 0.2% | |
| 19-Jun-2019 09:15:24 AM | 1 | 0.2% | |
| 01-Feb-2019 11:30:28 AM | 1 | 0.2% | |
| 18-Jun-2019 04:38:03 AM | 1 | 0.2% | |
| 19-Aug-2019 04:44:31 PM | 1 | 0.2% | |
| 09-May-2019 02:24:40 AM | 1 | 0.2% | |
| 20-Jun-2019 12:46:00 PM | 1 | 0.2% | |
| 05-Sep-2019 03:52:44 PM | 1 | 0.2% | |
| 13-Jan-2019 09:54:19 AM | 1 | 0.2% | |
| Other values (439) | 439 | 90.7% | |
| (Missing) | 35 | 7.2% |
| Max length | 23 |
|---|---|
| Mean length | 21.55371901 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
Cold_Frac.8-Ppt_G_Frac.Suspension_Temp_End_of_Eth_Addition
Highly correlated
This variable is highly correlated with Cold_Frac.8-Ppt_G_Frac.PostEthTemp(°C) and should be ignored for analysis
| Correlation | 0.9999273734 |
|---|
df_index
Categorical, Unique
| First 5 values |
|---|
| LB1899343 |
| LB1899344 |
| LB1899353 |
| LB1899354 |
| LB1899476 |
| Last 5 values |
|---|
| LR1999456 |
| LR1999458 |
| LR1999470 |
| LR1999472 |
| LR1999474 |
First 5 values
| Value | Count | Frequency (%) | |
| LB1899343 | 1 | 0.2% | |
| LB1899344 | 1 | 0.2% | |
| LB1899353 | 1 | 0.2% | |
| LB1899354 | 1 | 0.2% | |
| LB1899476 | 1 | 0.2% |
Last 5 values
| Value | Count | Frequency (%) | |
| LR1999474 | 1 | 0.2% | |
| LR1999472 | 1 | 0.2% | |
| LR1999470 | 1 | 0.2% | |
| LR1999458 | 1 | 0.2% | |
| LR1999456 | 1 | 0.2% |
Parameter_Set_Date
Categorical
| Distinct count | 266 |
|---|---|
| Unique (%) | 55.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 01-Oct-2019 05:00:00 PM | 11 |
|---|---|
| 17-Jan-2019 04:00:00 PM | 10 |
| 11-Jan-2019 04:00:00 PM | 9 |
| Other values (263) |
| Value | Count | Frequency (%) | |
| 01-Oct-2019 05:00:00 PM | 11 | 2.3% | |
| 17-Jan-2019 04:00:00 PM | 10 | 2.1% | |
| 11-Jan-2019 04:00:00 PM | 9 | 1.9% | |
| 07-Oct-2019 05:00:00 PM | 8 | 1.7% | |
| 06-Sep-2019 05:00:00 PM | 7 | 1.4% | |
| 02-Oct-2019 05:00:00 PM | 6 | 1.2% | |
| 30-Sep-2019 05:00:00 PM | 5 | 1.0% | |
| 08-Oct-2019 05:00:00 PM | 5 | 1.0% | |
| 03-Oct-2019 05:00:00 PM | 5 | 1.0% | |
| 12-Mar-2019 05:00:00 PM | 4 | 0.8% | |
| Other values (256) | 414 | 85.5% |
| Max length | 23 |
|---|---|
| Mean length | 23 |
| Min length | 23 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
Unnamed_1
Categorical
| Distinct count | 266 |
|---|---|
| Unique (%) | 55.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 01-Oct-2019 05:00:00 PM | 11 |
|---|---|
| 17-Jan-2019 04:00:00 PM | 10 |
| 11-Jan-2019 04:00:00 PM | 9 |
| Other values (263) |
| Value | Count | Frequency (%) | |
| 01-Oct-2019 05:00:00 PM | 11 | 2.3% | |
| 17-Jan-2019 04:00:00 PM | 10 | 2.1% | |
| 11-Jan-2019 04:00:00 PM | 9 | 1.9% | |
| 07-Oct-2019 05:00:00 PM | 8 | 1.7% | |
| 06-Sep-2019 05:00:00 PM | 7 | 1.4% | |
| 02-Oct-2019 05:00:00 PM | 6 | 1.2% | |
| 30-Sep-2019 05:00:00 PM | 5 | 1.0% | |
| 08-Oct-2019 05:00:00 PM | 5 | 1.0% | |
| 03-Oct-2019 05:00:00 PM | 5 | 1.0% | |
| 12-Mar-2019 05:00:00 PM | 4 | 0.8% | |
| Other values (256) | 414 | 85.5% |
| Max length | 23 |
|---|---|
| Mean length | 23 |
| Min length | 23 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
First rows
| Cold_Frac.8-Ppt_G_Frac.AgingDuration(h) | Cold_Frac.8-Ppt_G_Frac.AgingEndDT | Cold_Frac.8-Ppt_G_Frac.AgingStartDT | Cold_Frac.8-Ppt_G_Frac.Buffer2Vol(L) | Cold_Frac.8-Ppt_G_Frac.Buffer2Weight(kg/kg_Filtrate) | Cold_Frac.8-Ppt_G_Frac.Buffer2Weight_src(kg) | Cold_Frac.8-Ppt_G_Frac.Calcs.FRIV-1@20%FiltrateStepRecovery | Cold_Frac.8-Ppt_G_Frac.Calcs.FRIV-1_PasteRecovery | Cold_Frac.8-Ppt_G_Frac.Calcs.FRIV-4@40%FiltrateStepRecovery | Cold_Frac.8-Ppt_G_Frac.Calcs.FRV_PasteRecovery | Cold_Frac.8-Ppt_G_Frac.Calcs.PPTGAgingDur(hours) | Cold_Frac.8-Ppt_G_Frac.Calcs.PrecipitateGPasteRecovery | Cold_Frac.8-Ppt_G_Frac.ConvFactor(g/kg) | Cold_Frac.8-Ppt_G_Frac.CUNOBioburden.LAL | Cold_Frac.8-Ppt_G_Frac.CUNOBioburden.SDA_Count | Cold_Frac.8-Ppt_G_Frac.CUNOBioburden.SDA_Mold | Cold_Frac.8-Ppt_G_Frac.CUNOBioburden.TSA_Count | Cold_Frac.8-Ppt_G_Frac.CUNOBioburden.TSA_Mold | Cold_Frac.8-Ppt_G_Frac.Eth_Addition.EndDT | Cold_Frac.8-Ppt_G_Frac.Eth_Addition.StartDT | Cold_Frac.8-Ppt_G_Frac.Eth_Addition.TankNr | Cold_Frac.8-Ppt_G_Frac.EthAddTemp(°C) | Cold_Frac.8-Ppt_G_Frac.ExtractBioburden.SDA_Count | Cold_Frac.8-Ppt_G_Frac.ExtractBioburden.SDA_Mold | Cold_Frac.8-Ppt_G_Frac.ExtractBioburden.TSA_Count | Cold_Frac.8-Ppt_G_Frac.ExtractBioburden.TSA_Mold | Cold_Frac.8-Ppt_G_Frac.IGG_business_yield(g/L) | Cold_Frac.8-Ppt_G_Frac.NaOH_1M_Amt(kg) | Cold_Frac.8-Ppt_G_Frac.NaOH_5%_Amt(L) | Cold_Frac.8-Ppt_G_Frac.PostEthTemp(°C) | Cold_Frac.8-Ppt_G_Frac.Ppt_G_business_yield(g/kg_CPP) | Cold_Frac.8-Ppt_G_Frac.Ppt_G_Weight(kg) | Cold_Frac.8-Ppt_G_Frac.Ppt_G_Yield(g/kg_CPP) | Cold_Frac.8-Ppt_G_Frac.PPTG_pH_After_NaOH_Add | Cold_Frac.8-Ppt_G_Frac.PreEth_pH | Cold_Frac.8-Ppt_G_Frac.Sampling.Bioburden(cfu/mL) | Cold_Frac.8-Ppt_G_Frac.Sampling.Purity(%) | Cold_Frac.8-Ppt_G_Frac.StartDT | Cold_Frac.8-Ppt_G_Frac.Suspension_Temp_End_of_Eth_Addition | df_index | Parameter_Set_Date | Unnamed_1 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 3.476111 | 06-Jan-2019 07:14:50 PM | 06-Jan-2019 03:46:20 PM | NaN | NaN | NaN | 131.877889 | 52.450840 | 192.424203 | 87.770611 | 3.476111 | 15.420573 | 278.9 | 0.000 | 0.0 | 0.0 | 0.0 | 0.0 | 06-Jan-2019 03:46:16 PM | 06-Jan-2019 02:59:33 AM | V-017 | NaN | 0.0 | 0.0 | 0.0 | 0.0 | 4.341432 | 36.30424 | 26.445396 | NaN | 4.341432 | 118.1 | 4.408318 | 7.0 | 6.97 | 0.0 | 88.8 | 05-Jan-2019 10:42:41 PM | NaN | LB1999003 | 01-Jan-2019 04:00:00 PM | 01-Jan-2019 04:00:00 PM |
| 1 | 3.886389 | 07-Jan-2019 10:01:48 AM | 07-Jan-2019 06:08:41 AM | NaN | NaN | NaN | 130.620954 | 51.068339 | 193.317867 | 96.938191 | 3.886389 | 21.266541 | 283.5 | 0.000 | 0.0 | 0.0 | 0.0 | 0.0 | 07-Jan-2019 06:08:37 AM | 06-Jan-2019 04:56:07 PM | V-018 | NaN | 0.0 | 0.0 | 0.0 | 0.0 | 6.107848 | 39.65424 | 28.885664 | NaN | 6.107848 | 148.5 | 6.179791 | 7.0 | 6.99 | 0.0 | 90.7 | 06-Jan-2019 12:43:07 PM | NaN | LR1999004 | 01-Jan-2019 04:00:00 PM | 01-Jan-2019 04:00:00 PM |
| 2 | 4.875833 | 08-Jan-2019 12:51:42 AM | 07-Jan-2019 07:59:13 PM | NaN | NaN | NaN | 131.337853 | 54.589954 | 193.780593 | 87.663273 | 4.875833 | 15.509253 | 278.9 | 0.000 | 0.0 | 0.0 | 0.0 | 0.0 | 07-Jan-2019 07:59:09 PM | 07-Jan-2019 07:12:28 AM | V-016 | NaN | 0.0 | 0.0 | 0.0 | 0.0 | 4.349271 | 36.37479 | 26.496788 | NaN | 4.349271 | 118.5 | 4.433669 | 7.0 | 6.98 | 0.0 | 89.0 | 07-Jan-2019 02:21:45 AM | NaN | LB1999005 | 02-Jan-2019 04:00:00 PM | 02-Jan-2019 04:00:00 PM |
| 3 | 3.533056 | 08-Jan-2019 06:02:18 PM | 08-Jan-2019 02:30:23 PM | NaN | NaN | NaN | 130.268941 | 50.006387 | 192.454354 | 99.218769 | 3.533056 | 20.884431 | 283.5 | 0.000 | 0.0 | 0.0 | 0.0 | 0.0 | 08-Jan-2019 02:30:19 PM | 08-Jan-2019 01:17:33 AM | V-017 | NaN | 0.0 | 0.0 | 0.0 | 0.0 | 6.004683 | 39.91924 | 29.078700 | NaN | 6.004683 | 147.3 | 6.068755 | 7.0 | 7.00 | 0.0 | 91.2 | 07-Jan-2019 08:52:31 PM | NaN | LR1999006 | 02-Jan-2019 04:00:00 PM | 02-Jan-2019 04:00:00 PM |
| 4 | 4.035278 | 10-Jan-2019 01:16:29 AM | 09-Jan-2019 09:14:26 PM | NaN | NaN | NaN | 132.897260 | 50.954699 | 199.023846 | 99.748089 | 4.035278 | 21.784559 | 283.5 | 0.000 | 0.0 | 0.0 | 0.0 | 0.0 | 09-Jan-2019 09:14:22 PM | 09-Jan-2019 07:55:11 AM | V-016 | NaN | 0.5 | 0.5 | 0.0 | 0.0 | 6.179852 | 39.46663 | 28.749002 | NaN | 6.179852 | 152.2 | 6.330321 | 7.0 | 6.98 | 0.0 | 90.1 | 09-Jan-2019 04:06:58 AM | NaN | LR1999008 | 04-Jan-2019 04:00:00 PM | 04-Jan-2019 04:00:00 PM |
| 5 | 4.720556 | 11-Jan-2019 09:27:03 PM | 11-Jan-2019 04:43:53 PM | NaN | NaN | NaN | 131.241047 | 52.990577 | 193.444519 | 84.703426 | 4.720556 | 15.376730 | 278.9 | 0.000 | 0.0 | 0.0 | 0.0 | 0.0 | 11-Jan-2019 04:43:49 PM | 11-Jan-2019 04:03:39 AM | V-016 | NaN | 0.0 | 0.0 | 0.0 | 0.0 | 4.325784 | 37.63621 | 27.415654 | NaN | 4.325784 | 117.0 | 4.395784 | 7.0 | 7.01 | 0.0 | 89.4 | 10-Jan-2019 11:53:52 PM | NaN | LB1999011 | 05-Jan-2019 04:00:00 PM | 05-Jan-2019 04:00:00 PM |
| 6 | 3.750833 | 11-Jan-2019 02:54:10 AM | 10-Jan-2019 11:09:11 PM | NaN | NaN | NaN | 131.001691 | 52.302157 | 198.154183 | 98.403408 | 3.750833 | 21.659758 | 283.5 | 0.000 | 0.0 | 0.0 | 0.0 | 0.0 | 10-Jan-2019 11:09:07 PM | 10-Jan-2019 10:00:36 AM | V-018 | NaN | 0.0 | 0.0 | 0.0 | 0.0 | 6.168420 | 40.07328 | 29.190909 | NaN | 6.168420 | 149.5 | 6.294055 | 7.0 | 7.00 | 0.0 | 89.8 | 10-Jan-2019 05:52:47 AM | NaN | LR1999010 | 05-Jan-2019 04:00:00 PM | 05-Jan-2019 04:00:00 PM |
| 7 | 3.722500 | 12-Jan-2019 10:27:21 AM | 12-Jan-2019 06:44:04 AM | NaN | NaN | NaN | 130.737933 | 51.186958 | 195.956560 | 97.992598 | 3.722500 | 21.648861 | 283.5 | 0.005 | 0.0 | 0.0 | 0.0 | 0.0 | 12-Jan-2019 06:44:00 AM | 11-Jan-2019 05:32:03 PM | V-017 | NaN | 0.0 | 0.0 | 0.0 | 0.0 | 6.149421 | 39.84084 | 29.021591 | NaN | 6.149421 | 151.2 | 6.290889 | 7.0 | 7.00 | 0.0 | 90.3 | 11-Jan-2019 12:41:29 PM | NaN | LR1999012 | 06-Jan-2019 04:00:00 PM | 06-Jan-2019 04:00:00 PM |
| 8 | 3.595833 | 12-Jan-2019 11:48:19 PM | 12-Jan-2019 08:12:38 PM | NaN | NaN | NaN | 131.476287 | 54.080488 | 196.385935 | 86.424424 | 3.595833 | 15.395655 | 278.9 | 0.000 | 0.0 | 0.0 | 0.0 | 0.0 | 12-Jan-2019 08:12:34 PM | 12-Jan-2019 07:14:20 AM | V-018 | NaN | 0.0 | 0.0 | 0.0 | 0.0 | 4.324934 | 37.29588 | 27.167745 | NaN | 4.324934 | 118.0 | 4.401194 | 7.0 | 7.01 | 0.0 | 88.2 | 12-Jan-2019 03:31:10 AM | NaN | LB1999013 | 07-Jan-2019 04:00:00 PM | 07-Jan-2019 04:00:00 PM |
| 9 | 3.524722 | 14-Jan-2019 06:02:34 AM | 14-Jan-2019 02:31:09 AM | NaN | NaN | NaN | 134.499670 | 53.662690 | 199.627324 | 89.519792 | 3.524722 | 15.838714 | 278.9 | 0.000 | 0.0 | 0.0 | 0.0 | 0.0 | 14-Jan-2019 02:31:05 AM | 13-Jan-2019 01:39:18 PM | V-017 | NaN | 0.0 | 0.0 | 0.5 | 0.5 | 4.462312 | 39.31450 | 28.638185 | NaN | 4.462312 | 122.4 | 4.527853 | 7.0 | 6.98 | 0.0 | 89.0 | 13-Jan-2019 09:54:19 AM | NaN | LB1999017 | 08-Jan-2019 04:00:00 PM | 08-Jan-2019 04:00:00 PM |
Last rows
| Cold_Frac.8-Ppt_G_Frac.AgingDuration(h) | Cold_Frac.8-Ppt_G_Frac.AgingEndDT | Cold_Frac.8-Ppt_G_Frac.AgingStartDT | Cold_Frac.8-Ppt_G_Frac.Buffer2Vol(L) | Cold_Frac.8-Ppt_G_Frac.Buffer2Weight(kg/kg_Filtrate) | Cold_Frac.8-Ppt_G_Frac.Buffer2Weight_src(kg) | Cold_Frac.8-Ppt_G_Frac.Calcs.FRIV-1@20%FiltrateStepRecovery | Cold_Frac.8-Ppt_G_Frac.Calcs.FRIV-1_PasteRecovery | Cold_Frac.8-Ppt_G_Frac.Calcs.FRIV-4@40%FiltrateStepRecovery | Cold_Frac.8-Ppt_G_Frac.Calcs.FRV_PasteRecovery | Cold_Frac.8-Ppt_G_Frac.Calcs.PPTGAgingDur(hours) | Cold_Frac.8-Ppt_G_Frac.Calcs.PrecipitateGPasteRecovery | Cold_Frac.8-Ppt_G_Frac.ConvFactor(g/kg) | Cold_Frac.8-Ppt_G_Frac.CUNOBioburden.LAL | Cold_Frac.8-Ppt_G_Frac.CUNOBioburden.SDA_Count | Cold_Frac.8-Ppt_G_Frac.CUNOBioburden.SDA_Mold | Cold_Frac.8-Ppt_G_Frac.CUNOBioburden.TSA_Count | Cold_Frac.8-Ppt_G_Frac.CUNOBioburden.TSA_Mold | Cold_Frac.8-Ppt_G_Frac.Eth_Addition.EndDT | Cold_Frac.8-Ppt_G_Frac.Eth_Addition.StartDT | Cold_Frac.8-Ppt_G_Frac.Eth_Addition.TankNr | Cold_Frac.8-Ppt_G_Frac.EthAddTemp(°C) | Cold_Frac.8-Ppt_G_Frac.ExtractBioburden.SDA_Count | Cold_Frac.8-Ppt_G_Frac.ExtractBioburden.SDA_Mold | Cold_Frac.8-Ppt_G_Frac.ExtractBioburden.TSA_Count | Cold_Frac.8-Ppt_G_Frac.ExtractBioburden.TSA_Mold | Cold_Frac.8-Ppt_G_Frac.IGG_business_yield(g/L) | Cold_Frac.8-Ppt_G_Frac.NaOH_1M_Amt(kg) | Cold_Frac.8-Ppt_G_Frac.NaOH_5%_Amt(L) | Cold_Frac.8-Ppt_G_Frac.PostEthTemp(°C) | Cold_Frac.8-Ppt_G_Frac.Ppt_G_business_yield(g/kg_CPP) | Cold_Frac.8-Ppt_G_Frac.Ppt_G_Weight(kg) | Cold_Frac.8-Ppt_G_Frac.Ppt_G_Yield(g/kg_CPP) | Cold_Frac.8-Ppt_G_Frac.PPTG_pH_After_NaOH_Add | Cold_Frac.8-Ppt_G_Frac.PreEth_pH | Cold_Frac.8-Ppt_G_Frac.Sampling.Bioburden(cfu/mL) | Cold_Frac.8-Ppt_G_Frac.Sampling.Purity(%) | Cold_Frac.8-Ppt_G_Frac.StartDT | Cold_Frac.8-Ppt_G_Frac.Suspension_Temp_End_of_Eth_Addition | df_index | Parameter_Set_Date | Unnamed_1 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 474 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | LR1999472 | 07-Oct-2019 05:00:00 PM | 07-Oct-2019 05:00:00 PM |
| 475 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | LB1999475 | 08-Oct-2019 05:00:00 PM | 08-Oct-2019 05:00:00 PM |
| 476 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | LB1999476 | 08-Oct-2019 05:00:00 PM | 08-Oct-2019 05:00:00 PM |
| 477 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | LB1999477 | 08-Oct-2019 05:00:00 PM | 08-Oct-2019 05:00:00 PM |
| 478 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | LB1999478 | 08-Oct-2019 05:00:00 PM | 08-Oct-2019 05:00:00 PM |
| 479 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | LR1999474 | 08-Oct-2019 05:00:00 PM | 08-Oct-2019 05:00:00 PM |
| 480 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | LB1999457 | 13-Oct-2019 05:00:00 PM | 13-Oct-2019 05:00:00 PM |
| 481 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | LB1999459 | 13-Oct-2019 05:00:00 PM | 13-Oct-2019 05:00:00 PM |
| 482 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | LR1999427 | 13-Oct-2019 05:00:00 PM | 13-Oct-2019 05:00:00 PM |
| 483 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | LR1999458 | 13-Oct-2019 05:00:00 PM | 13-Oct-2019 05:00:00 PM |